Pandas Profiling Report

Dataset statistics

Number of variables	17
Number of observations	278
Missing cells	27
Missing cells (%)	0.6%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	37.0 KiB
Average record size in memory	136.5 B

Variable types

DateTime	1
TimeSeries	16

Timeseries statistics

Number of series	16
Time series length	278
Starting point	0
Ending point	277
Period	1

Original
Scaled

Alerts

`CNY` is highly overall correlated with `EUR` and 10 other fields	High correlation
`Coffee` is highly overall correlated with `Iron Ore` and 10 other fields	High correlation
`EUR` is highly overall correlated with `CNY` and 8 other fields	High correlation
`Iron Ore` is highly overall correlated with `Coffee` and 10 other fields	High correlation
`Meat index` is highly overall correlated with `CNY` and 11 other fields	High correlation
`Soybeans` is highly overall correlated with `Coffee` and 10 other fields	High correlation
`Sugar` is highly overall correlated with `Coffee` and 10 other fields	High correlation
`USD` is highly overall correlated with `CNY` and 8 other fields	High correlation
`bud_group_personal_spent_value` is highly overall correlated with `CNY` and 14 other fields	High correlation
`bud_type_mandatory_spent_value` is highly overall correlated with `CNY` and 14 other fields	High correlation
`eco_GDP_R$_12_months` is highly overall correlated with `CNY` and 14 other fields	High correlation
`eco_net_debt_R$` is highly overall correlated with `CNY` and 14 other fields	High correlation
`eco_net_debt_R$_federal_govt` is highly overall correlated with `CNY` and 14 other fields	High correlation
`eco_total_revenue` is highly overall correlated with `CNY` and 14 other fields	High correlation
`exp_DIC_y` is highly overall correlated with `CNY` and 11 other fields	High correlation
`exp_trade_balance_y` is highly overall correlated with `CNY` and 8 other fields	High correlation
`eco_net_debt_R$` has 3 (1.1%) missing values	Missing
`eco_net_debt_R$_federal_govt` has 3 (1.1%) missing values	Missing
`eco_total_revenue` has 3 (1.1%) missing values	Missing
`eco_net_debt_R$` is non stationary	Non stationary
`eco_net_debt_R$_federal_govt` is non stationary	Non stationary
`eco_GDP_R$_12_months` is non stationary	Non stationary
`Coffee` is non stationary	Non stationary
`Iron Ore` is non stationary	Non stationary
`Meat index` is non stationary	Non stationary
`Soybeans` is non stationary	Non stationary
`Sugar` is non stationary	Non stationary
`bud_group_personal_spent_value` is non stationary	Non stationary
`bud_type_mandatory_spent_value` is non stationary	Non stationary
`exp_DIC_y` is non stationary	Non stationary
`exp_trade_balance_y` is non stationary	Non stationary
`CNY` is non stationary	Non stationary
`EUR` is non stationary	Non stationary
`USD` is non stationary	Non stationary
`eco_total_revenue` is non stationary	Non stationary
`Iron Ore` is seasonal	Seasonal
`date` has unique values	Unique

Reproduction

Analysis started	2024-02-06 09:05:56.682357
Analysis finished	2024-02-06 09:06:35.863961
Duration	39.18 seconds
Software version	ydata-profiling vv4.6.4
Download configuration	config.json

date
Date

UNIQUE

Distinct	278
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	2.3 KiB

Minimum	2001-01-01 00:00:00
Maximum	2024-02-01 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

eco_net_debt_R$
Numeric time series

HIGH CORRELATION MISSING NON STATIONARY

Distinct	275
Distinct (%)	100.0%
Missing	3
Missing (%)	1.1%
Infinite	0
Infinite (%)	0.0%

Mean	2316953.8
Minimum	541333.74
Maximum	6333747.9
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 KiB

Quantile statistics

Minimum	541333.74
5-th percentile	665559.39
Q1	1061685.4
median	1567887.3
Q3	3550458.9
95-th percentile	5552878.9
Maximum	6333747.9
Range	5792414.2
Interquartile range (IQR)	2488773.5

Descriptive statistics

Standard deviation	1635211.4
Coefficient of variation (CV)	0.70575916
Kurtosis	-0.44048864
Mean	2316953.8
Median Absolute Deviation (MAD)	625662.63
Skewness	0.97119847
Sum	6.3716229 × 10⁸
Variance	2.6739162 × 10¹²
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	1

Histogram with fixed size bins (bins=50)

Gap statistics

number of gaps	0
min	nan
max	nan
mean	nan
std	0

Value	Count	Frequency (%)
2423128.13	1	0.4%
2805851.53	1	0.4%
2742366.38	1	0.4%
2672668.3	1	0.4%
2627112.1	1	0.4%
2493775.18	1	0.4%
2458650.72	1	0.4%
2360392.03	1	0.4%
2033575.55	1	0.4%
2286788.39	1	0.4%
Other values (265)	265	95.3%
(Missing)	3	1.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
541333.74	1	0.4%
550253.48	1	0.4%
561959.2	1	0.4%
565464.63	1	0.4%
581727.09	1	0.4%
586060.21	1	0.4%
606367.82	1	0.4%
622953.86	1	0.4%
635685.65	1	0.4%
638367.6	1	0.4%

Value	Count	Frequency (%)
6333747.91	1	0.4%
6253007.52	1	0.4%
6211220.8	1	0.4%
6163293.13	1	0.4%
6067062.7	1	0.4%
5992871.68	1	0.4%
5922818.04	1	0.4%
5817539.24	1	0.4%
5794341.14	1	0.4%
5719397.77	1	0.4%

ACF and PACF

eco_net_debt_R$_federal_govt
Numeric time series

HIGH CORRELATION MISSING NON STATIONARY

Distinct	275
Distinct (%)	100.0%
Missing	3
Missing (%)	1.1%
Infinite	0
Infinite (%)	0.0%

Mean	1655032.4
Minimum	337611.99
Maximum	5473823.1
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 KiB

Quantile statistics

Minimum	337611.99
5-th percentile	425874.02
Q1	708802.82
median	1017171.8
Q3	2549900.9
95-th percentile	4619428.7
Maximum	5473823.1
Range	5136211.1
Interquartile range (IQR)	1841098.1

Descriptive statistics

Standard deviation	1338846.9
Coefficient of variation (CV)	0.8089551
Kurtosis	0.39020203
Mean	1655032.4
Median Absolute Deviation (MAD)	423893.09
Skewness	1.245133
Sum	4.5513392 × 10⁸
Variance	1.7925111 × 10¹²
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	1

Histogram with fixed size bins (bins=50)

Gap statistics

number of gaps	0
min	nan
max	nan
mean	nan
std	0

Value	Count	Frequency (%)
1533881.44	1	0.4%
1897749.65	1	0.4%
1836057.82	1	0.4%
1820041.3	1	0.4%
1746541.89	1	0.4%
1588570.55	1	0.4%
1575573.76	1	0.4%
1399516.92	1	0.4%
1238357.26	1	0.4%
1292031.16	1	0.4%
Other values (265)	265	95.3%
(Missing)	3	1.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
337611.99	1	0.4%
346552.5	1	0.4%
355037.5	1	0.4%
360694.52	1	0.4%
374879.99	1	0.4%
378378.89	1	0.4%
395250.93	1	0.4%
405832.79	1	0.4%
408431.08	1	0.4%
411771.96	1	0.4%

Value	Count	Frequency (%)
5473823.08	1	0.4%
5402090.79	1	0.4%
5375619.97	1	0.4%
5315415.06	1	0.4%
5256528.02	1	0.4%
5169640.12	1	0.4%
5006344.84	1	0.4%
4915045.88	1	0.4%
4877969.97	1	0.4%
4806136.53	1	0.4%

ACF and PACF

eco_GDP_R$_12_months
Numeric time series

HIGH CORRELATION NON STATIONARY

Distinct	276
Distinct (%)	100.0%
Missing	2
Missing (%)	0.7%
Infinite	0
Infinite (%)	0.0%

Mean	4813004.3
Minimum	1209046.1
Maximum	10867757
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 KiB

Quantile statistics

Minimum	1209046.1
5-th percentile	1343047.1
Q1	2356119.1
median	4606582.8
Q3	6694390.5
95-th percentile	9921932.7
Maximum	10867757
Range	9658710.8
Interquartile range (IQR)	4338271.4

Descriptive statistics

Standard deviation	2655408.3
Coefficient of variation (CV)	0.55171533
Kurtosis	-0.78427833
Mean	4813004.3
Median Absolute Deviation (MAD)	2187904.1
Skewness	0.4403895
Sum	1.3283892 × 10⁹
Variance	7.051193 × 10¹²
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	0.998114555

Histogram with fixed size bins (bins=50)

Gap statistics

number of gaps	0
min	nan
max	nan
mean	nan
std	0

Value	Count	Frequency (%)
6063135.6	1	0.4%
6205827.1	1	0.4%
6187449.8	1	0.4%
6162651.9	1	0.4%
6133275.9	1	0.4%
6118507.6	1	0.4%
6087360.6	1	0.4%
6039427.2	1	0.4%
5927545.4	1	0.4%
6026845.6	1	0.4%
Other values (266)	266	95.7%
(Missing)	2	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1209046.1	1	0.4%
1218911	1	0.4%
1234635	1	0.4%
1250830.7	1	0.4%
1263306	1	0.4%
1265570	1	0.4%
1272918.6	1	0.4%
1280805.4	1	0.4%
1289198.6	1	0.4%
1298386.5	1	0.4%

Value	Count	Frequency (%)
10867756.9	1	0.4%
10801619.3	1	0.4%
10728151.8	1	0.4%
10666257.2	1	0.4%
10618789	1	0.4%
10568766.9	1	0.4%
10526477.7	1	0.4%
10476176.7	1	0.4%
10414652.1	1	0.4%
10342854.3	1	0.4%

ACF and PACF

Coffee
Numeric time series

HIGH CORRELATION NON STATIONARY

Distinct	276
Distinct (%)	100.0%
Missing	2
Missing (%)	0.7%
Infinite	0
Infinite (%)	0.0%

Mean	91.62979
Minimum	33.181211
Maximum	183.39671
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 KiB

Quantile statistics

Minimum	33.181211
5-th percentile	37.644156
Q1	72.800572
median	89.413025
Q3	109.94264
95-th percentile	162.30549
Maximum	183.39671
Range	150.2155
Interquartile range (IQR)	37.142072

Descriptive statistics

Standard deviation	35.103615
Coefficient of variation (CV)	0.38310265
Kurtosis	-0.18050115
Mean	91.62979
Median Absolute Deviation (MAD)	18.070015
Skewness	0.42620432
Sum	25289.822
Variance	1232.2638
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	0.2882213169

Histogram with fixed size bins (bins=50)

Gap statistics

number of gaps	0
min	nan
max	nan
mean	nan
std	0

Value	Count	Frequency (%)
94.12697354	1	0.4%
109.2256194	1	0.4%
107.6022162	1	0.4%
102.2591064	1	0.4%
104.8363193	1	0.4%
100.9840626	1	0.4%
94.72324215	1	0.4%
96.21052189	1	0.4%
94.26668466	1	0.4%
90.14719033	1	0.4%
Other values (266)	266	95.7%
(Missing)	2	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
33.18121093	1	0.4%
34.40419394	1	0.4%
34.47106725	1	0.4%
34.53689171	1	0.4%
35.54873591	1	0.4%
35.56335781	1	0.4%
35.73944425	1	0.4%
35.91780564	1	0.4%
35.97495675	1	0.4%
36.08154634	1	0.4%

Value	Count	Frequency (%)
183.3967108	1	0.4%
178.2638053	1	0.4%
177.652549	1	0.4%
176.018388	1	0.4%
170.7968299	1	0.4%
167.8350432	1	0.4%
167.7737306	1	0.4%
167.0920788	1	0.4%
165.4549889	1	0.4%
165.0637573	1	0.4%

ACF and PACF

Iron Ore
Numeric time series

HIGH CORRELATION NON STATIONARY SEASONAL

Distinct	189
Distinct (%)	68.5%
Missing	2
Missing (%)	0.7%
Infinite	0
Infinite (%)	0.0%

Mean	135.72877
Minimum	21.651086
Maximum	368.50523
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 KiB

Quantile statistics

Minimum	21.651086
5-th percentile	22.180411
Q1	57.115839
median	122.42527
Q3	205.13881
95-th percentile	288.1126
Maximum	368.50523
Range	346.85414
Interquartile range (IQR)	148.02297

Descriptive statistics

Standard deviation	86.046034
Coefficient of variation (CV)	0.63395575
Kurtosis	-0.77791813
Mean	135.72877
Median Absolute Deviation (MAD)	72.164736
Skewness	0.38577053
Sum	37461.141
Variance	7403.92
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	0.495974084

Histogram with fixed size bins (bins=50)

Gap statistics

number of gaps	0
min	nan
max	nan
mean	nan
std	0

Value	Count	Frequency (%)
22.18041099	12	4.3%
21.65108632	12	4.3%
23.59763509	12	4.3%
27.98590732	12	4.3%
47.99779468	12	4.3%
57.11583892	12	4.3%
62.54568549	12	4.3%
103.8159344	11	4.0%
123.8091945	1	0.4%
114.4800413	1	0.4%
Other values (179)	179	64.4%
(Missing)	2	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
21.65108632	12	4.3%
22.18041099	12	4.3%
23.59763509	12	4.3%
27.98590732	12	4.3%
47.99779468	12	4.3%
57.11583892	12	4.3%
62.54568549	12	4.3%
69.80701025	1	0.4%
72.06458543	1	0.4%
79.374307	1	0.4%

Value	Count	Frequency (%)
368.5052278	1	0.4%
365.9868711	1	0.4%
346.3783526	1	0.4%
319.6096481	1	0.4%
306.7180313	1	0.4%
306.0881539	1	0.4%
304.3616827	1	0.4%
302.9956836	1	0.4%
302.615377	1	0.4%
302.3895215	1	0.4%

ACF and PACF

Meat index
Numeric time series

HIGH CORRELATION NON STATIONARY

Distinct	276
Distinct (%)	100.0%
Missing	2
Missing (%)	0.7%
Infinite	0
Infinite (%)	0.0%

Mean	102.49884
Minimum	62.006865
Maximum	165.93271
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 KiB

Quantile statistics

Minimum	62.006865
5-th percentile	69.172843
Q1	84.164519
median	102.97732
Q3	114.27888
95-th percentile	145.0024
Maximum	165.93271
Range	103.92585
Interquartile range (IQR)	30.114357

Descriptive statistics

Standard deviation	22.475726
Coefficient of variation (CV)	0.21927785
Kurtosis	-0.025091961
Mean	102.49884
Median Absolute Deviation (MAD)	15.195288
Skewness	0.54219967
Sum	28289.681
Variance	505.15828
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	0.257127254

Histogram with fixed size bins (bins=50)

Gap statistics

number of gaps	0
min	nan
max	nan
mean	nan
std	0

Value	Count	Frequency (%)
100.5686532	1	0.4%
94.38700958	1	0.4%
99.38668181	1	0.4%
103.1002027	1	0.4%
108.8547146	1	0.4%
109.4729081	1	0.4%
106.1814828	1	0.4%
99.6748717	1	0.4%
114.8734725	1	0.4%
98.4100018	1	0.4%
Other values (266)	266	95.7%
(Missing)	2	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
62.00686549	1	0.4%
62.70071092	1	0.4%
64.25407578	1	0.4%
64.57241398	1	0.4%
65.93872914	1	0.4%
66.40308821	1	0.4%
66.50843215	1	0.4%
66.84424609	1	0.4%
66.86704112	1	0.4%
67.67504554	1	0.4%

Value	Count	Frequency (%)
165.932715	1	0.4%
165.921585	1	0.4%
165.2829385	1	0.4%
162.8758722	1	0.4%
162.543242	1	0.4%
158.8909804	1	0.4%
153.231688	1	0.4%
151.4055422	1	0.4%
149.2062069	1	0.4%
148.8278397	1	0.4%

ACF and PACF

Soybeans
Numeric time series

HIGH CORRELATION NON STATIONARY

Distinct	275
Distinct (%)	99.6%
Missing	2
Missing (%)	0.7%
Infinite	0
Infinite (%)	0.0%

Mean	102.15926
Minimum	43.729764
Maximum	171.74024
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 KiB

Quantile statistics

Minimum	43.729764
5-th percentile	48.616593
Q1	78.079873
median	98.535786
Q3	133.60784
95-th percentile	153.47634
Maximum	171.74024
Range	128.01047
Interquartile range (IQR)	55.527972

Descriptive statistics

Standard deviation	33.869372
Coefficient of variation (CV)	0.33153503
Kurtosis	-0.96724727
Mean	102.15926
Median Absolute Deviation (MAD)	31.077455
Skewness	0.092702418
Sum	28195.955
Variance	1147.1344
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	0.211406095

Histogram with fixed size bins (bins=50)

Gap statistics

number of gaps	0
min	nan
max	nan
mean	nan
std	0

Value	Count	Frequency (%)
57.40718764	2	0.7%
89.20552506	1	0.4%
90.27119191	1	0.4%
87.97250904	1	0.4%
89.1395787	1	0.4%
89.10898146	1	0.4%
88.26122582	1	0.4%
101.5622173	1	0.4%
97.545026	1	0.4%
107.1146486	1	0.4%
Other values (265)	265	95.3%
(Missing)	2	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
43.72976372	1	0.4%
44.12868858	1	0.4%
44.15401715	1	0.4%
44.16668143	1	0.4%
44.2869921	1	0.4%
44.81889192	1	0.4%
45.17982394	1	0.4%
45.31913104	1	0.4%
46.16763789	1	0.4%
46.50957349	1	0.4%

Value	Count	Frequency (%)
171.7402359	1	0.4%
171.2672997	1	0.4%
170.4237016	1	0.4%
170.1645162	1	0.4%
170.1437448	1	0.4%
169.6084446	1	0.4%
168.0273765	1	0.4%
160.926947	1	0.4%
159.0728147	1	0.4%
159.033174	1	0.4%

ACF and PACF

Sugar
Numeric time series

HIGH CORRELATION NON STATIONARY

Distinct	276
Distinct (%)	100.0%
Missing	2
Missing (%)	0.7%
Infinite	0
Infinite (%)	0.0%

Mean	83.535526
Minimum	32.829715
Maximum	161.86432
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 KiB

Quantile statistics

Minimum	32.829715
5-th percentile	39.593097
Q1	61.154622
median	79.96087
Q3	103.43688
95-th percentile	138.70562
Maximum	161.86432
Range	129.0346
Interquartile range (IQR)	42.282259

Descriptive statistics

Standard deviation	30.203956
Coefficient of variation (CV)	0.36157019
Kurtosis	-0.44989
Mean	83.535526
Median Absolute Deviation (MAD)	22.353397
Skewness	0.43882679
Sum	23055.805
Variance	912.27894
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	0.1802081802

Histogram with fixed size bins (bins=50)

Gap statistics

number of gaps	0
min	nan
max	nan
mean	nan
std	0

Value	Count	Frequency (%)
84.49101798	1	0.4%
124.0038593	1	0.4%
116.0327396	1	0.4%
109.6329034	1	0.4%
107.8418547	1	0.4%
105.9130682	1	0.4%
92.62755158	1	0.4%
86.06779516	1	0.4%
67.85186445	1	0.4%
75.26326585	1	0.4%
Other values (266)	266	95.7%
(Missing)	2	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
32.82971492	1	0.4%
33.25658032	1	0.4%
35.0114891	1	0.4%
35.75838449	1	0.4%
36.24492899	1	0.4%
36.60505209	1	0.4%
36.63393117	1	0.4%
36.70201554	1	0.4%
37.36242521	1	0.4%
37.85865617	1	0.4%

Value	Count	Frequency (%)
161.8643182	1	0.4%
159.980352	1	0.4%
159.8990528	1	0.4%
157.5630484	1	0.4%
152.8481404	1	0.4%
151.6590235	1	0.4%
149.4593334	1	0.4%
147.1682084	1	0.4%
146.355285	1	0.4%
146.2259982	1	0.4%

ACF and PACF

bud_group_personal_spent_value
Numeric time series

HIGH CORRELATION NON STATIONARY

Distinct	265
Distinct (%)	96.0%
Missing	2
Missing (%)	0.7%
Infinite	0
Infinite (%)	0.0%

Mean	1.9565775 × 10¹¹
Minimum	6.2678574 × 10¹⁰
Maximum	3.6832098 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 KiB

Quantile statistics

Minimum	6.2678574 × 10¹⁰
5-th percentile	6.5508889 × 10¹⁰
Q1	1.0503278 × 10¹¹
median	1.8738975 × 10¹¹
Q3	2.8810099 × 10¹¹
95-th percentile	3.3631696 × 10¹¹
Maximum	3.6832098 × 10¹¹
Range	3.0564241 × 10¹¹
Interquartile range (IQR)	1.830682 × 10¹¹

Descriptive statistics

Standard deviation	9.4157461 × 10¹⁰
Coefficient of variation (CV)	0.48123553
Kurtosis	-1.3389432
Mean	1.9565775 × 10¹¹
Median Absolute Deviation (MAD)	9.0370515 × 10¹⁰
Skewness	0.16651718
Sum	5.4001539 × 10¹³
Variance	8.8656275 × 10²¹
Monotonicity	Increasing
Augmented Dickey-Fuller test p-value	0.9945857874

Histogram with fixed size bins (bins=50)

Gap statistics

number of gaps	0
min	nan
max	nan
mean	nan
std	0

Value	Count	Frequency (%)
6.26785744 × 10¹⁰	12	4.3%
6.473698486 × 10¹⁰	1	0.4%
2.652749283 × 10¹¹	1	0.4%
2.403932898 × 10¹¹	1	0.4%
2.420699658 × 10¹¹	1	0.4%
2.437466418 × 10¹¹	1	0.4%
2.454233179 × 10¹¹	1	0.4%
2.470999939 × 10¹¹	1	0.4%
2.487766699 × 10¹¹	1	0.4%
2.504533459 × 10¹¹	1	0.4%
Other values (255)	255	91.7%
(Missing)	2	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6.26785744 × 10¹⁰	12	4.3%
6.370777963 × 10¹⁰	1	0.4%
6.473698486 × 10¹⁰	1	0.4%
6.576619009 × 10¹⁰	1	0.4%
6.679539532 × 10¹⁰	1	0.4%
6.782460055 × 10¹⁰	1	0.4%
6.885380578 × 10¹⁰	1	0.4%
6.988301101 × 10¹⁰	1	0.4%
7.091221624 × 10¹⁰	1	0.4%
7.194142147 × 10¹⁰	1	0.4%

Value	Count	Frequency (%)
3.683209845 × 10¹¹	1	0.4%
3.65757528 × 10¹¹	1	0.4%
3.631940715 × 10¹¹	1	0.4%
3.60630615 × 10¹¹	1	0.4%
3.580671584 × 10¹¹	1	0.4%
3.555037019 × 10¹¹	1	0.4%
3.529402454 × 10¹¹	1	0.4%
3.503767888 × 10¹¹	1	0.4%
3.478133323 × 10¹¹	1	0.4%
3.452498758 × 10¹¹	1	0.4%

ACF and PACF

bud_type_mandatory_spent_value
Numeric time series

HIGH CORRELATION NON STATIONARY

Distinct	265
Distinct (%)	96.0%
Missing	2
Missing (%)	0.7%
Infinite	0
Infinite (%)	0.0%

Mean	9.4939435 × 10¹¹
Minimum	1.363717 × 10¹¹
Maximum	2.3830425 × 10¹²
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 KiB

Quantile statistics

Minimum	1.363717 × 10¹¹
5-th percentile	1.6316194 × 10¹¹
Q1	4.3560126 × 10¹¹
median	8.4314427 × 10¹¹
Q3	1.3983507 × 10¹²
95-th percentile	2.0450727 × 10¹²
Maximum	2.3830425 × 10¹²
Range	2.2466708 × 10¹²
Interquartile range (IQR)	9.627494 × 10¹¹

Descriptive statistics

Standard deviation	5.9064281 × 10¹¹
Coefficient of variation (CV)	0.6221259
Kurtosis	-0.76282153
Mean	9.4939435 × 10¹¹
Median Absolute Deviation (MAD)	4.7392245 × 10¹¹
Skewness	0.49562009
Sum	2.6203284 × 10¹⁴
Variance	3.4885893 × 10²³
Monotonicity	Increasing
Augmented Dickey-Fuller test p-value	0.998903644

Histogram with fixed size bins (bins=50)

Gap statistics

number of gaps	0
min	nan
max	nan
mean	nan
std	0

Value	Count	Frequency (%)
1.363716967 × 10¹¹	12	4.3%
1.558555075 × 10¹¹	1	0.4%
1.329283297 × 10¹²	1	0.4%
1.210204345 × 10¹²	1	0.4%
1.219582968 × 10¹²	1	0.4%
1.22896159 × 10¹²	1	0.4%
1.238340212 × 10¹²	1	0.4%
1.247718834 × 10¹²	1	0.4%
1.257097456 × 10¹²	1	0.4%
1.266476079 × 10¹²	1	0.4%
Other values (255)	255	91.7%
(Missing)	2	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.363716967 × 10¹¹	12	4.3%
1.461136021 × 10¹¹	1	0.4%
1.558555075 × 10¹¹	1	0.4%
1.655974129 × 10¹¹	1	0.4%
1.753393183 × 10¹¹	1	0.4%
1.850812237 × 10¹¹	1	0.4%
1.948231291 × 10¹¹	1	0.4%
2.045650345 × 10¹¹	1	0.4%
2.143069399 × 10¹¹	1	0.4%
2.240488453 × 10¹¹	1	0.4%

Value	Count	Frequency (%)
2.383042464 × 10¹²	1	0.4%
2.358983034 × 10¹²	1	0.4%
2.334923603 × 10¹²	1	0.4%
2.310864173 × 10¹²	1	0.4%
2.286804743 × 10¹²	1	0.4%
2.262745313 × 10¹²	1	0.4%
2.238685882 × 10¹²	1	0.4%
2.214626452 × 10¹²	1	0.4%
2.190567022 × 10¹²	1	0.4%
2.166507592 × 10¹²	1	0.4%

ACF and PACF

exp_DIC_y
Numeric time series

HIGH CORRELATION NON STATIONARY

Distinct	106
Distinct (%)	38.3%
Missing	1
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%

Mean	45.44769
Minimum	8.3
Maximum	85
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 KiB

Quantile statistics

Minimum	8.3
5-th percentile	12.08
Q1	19.8
median	55
Q3	63
95-th percentile	80
Maximum	85
Range	76.7
Interquartile range (IQR)	43.2

Descriptive statistics

Standard deviation	23.78155
Coefficient of variation (CV)	0.52327303
Kurtosis	-1.4298568
Mean	45.44769
Median Absolute Deviation (MAD)	21.13
Skewness	-0.073439701
Sum	12589.01
Variance	565.56213
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	0.6879775049

Histogram with fixed size bins (bins=50)

Gap statistics

number of gaps	0
min	nan
max	nan
mean	nan
std	0

Value	Count	Frequency (%)
60	35	12.6%
80	19	6.8%
55	16	5.8%
75	11	4.0%
16	10	3.6%
25	8	2.9%
65	6	2.2%
30	6	2.2%
35	6	2.2%
15	6	2.2%
Other values (96)	154	55.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8.3	1	0.4%
8.65	1	0.4%
9	3	1.1%
9.4	1	0.4%
10	3	1.1%
10.26	1	0.4%
11.5	1	0.4%
12	3	1.1%
12.1	1	0.4%
12.6	1	0.4%

Value	Count	Frequency (%)
85	3	1.1%
83.2	1	0.4%
82.65	1	0.4%
82	1	0.4%
81.89	1	0.4%
81.6	1	0.4%
80	19	6.8%
79.5	2	0.7%
78.57	1	0.4%
78	1	0.4%

ACF and PACF

exp_trade_balance_y
Numeric time series

HIGH CORRELATION NON STATIONARY

Distinct	197
Distinct (%)	71.1%
Missing	1
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%

Mean	32.477168
Minimum	-2
Maximum	81.3
Zeros	2
Zeros (%)	0.7%
Memory size	2.3 KiB

Quantile statistics

Minimum	-2
5-th percentile	1.54
Q1	15
median	29.1
Q3	51.1
95-th percentile	68.1664
Maximum	81.3
Range	83.3
Interquartile range (IQR)	36.1

Descriptive statistics

Standard deviation	21.766712
Coefficient of variation (CV)	0.67021584
Kurtosis	-1.1264242
Mean	32.477168
Median Absolute Deviation (MAD)	18
Skewness	0.18942087
Sum	8996.1756
Variance	473.78977
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	0.5600864329

Histogram with fixed size bins (bins=50)

Gap statistics

number of gaps	0
min	nan
max	nan
mean	nan
std	0

Value	Count	Frequency (%)
40	9	3.2%
55	8	2.9%
20	6	2.2%
24	6	2.2%
15	4	1.4%
42	4	1.4%
10	4	1.4%
25	4	1.4%
3	4	1.4%
16	3	1.1%
Other values (187)	225	80.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-2	1	0.4%
-1.5	1	0.4%
-1.32	1	0.4%
-1.25	1	0.4%
-1	2	0.7%
-0.8	1	0.4%
-0.27	1	0.4%
0	2	0.7%
0.5	1	0.4%
1.2	2	0.7%

Value	Count	Frequency (%)
81.3	1	0.4%
78.45	1	0.4%
78.4	1	0.4%
75.15	1	0.4%
73	1	0.4%
72.1	1	0.4%
70.85	1	0.4%
70.5	1	0.4%
70.4	1	0.4%
70.37	1	0.4%

ACF and PACF

CNY
Numeric time series

HIGH CORRELATION NON STATIONARY

Distinct	276
Distinct (%)	99.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.43847864
Minimum	0.22932
Maximum	0.8831
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 KiB

Quantile statistics

Minimum	0.22932
5-th percentile	0.2449251
Q1	0.28100825
median	0.359069
Q3	0.562375
95-th percentile	0.80077
Maximum	0.8831
Range	0.65378
Interquartile range (IQR)	0.28136675

Descriptive statistics

Standard deviation	0.18540873
Coefficient of variation (CV)	0.42284552
Kurtosis	-0.50669573
Mean	0.43847864
Median Absolute Deviation (MAD)	0.10145
Skewness	0.84942461
Sum	121.89706
Variance	0.034376397
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	0.7800708466

Histogram with fixed size bins (bins=50)

Gap statistics

number of gaps	0
min	nan
max	nan
mean	nan
std	0

Value	Count	Frequency (%)
0.5519	2	0.7%
0.488	2	0.7%
0.238588	1	0.4%
0.4868	1	0.4%
0.4852	1	0.4%
0.483	1	0.4%
0.5464	1	0.4%
0.533	1	0.4%
0.6073	1	0.4%
0.5004	1	0.4%
Other values (266)	266	95.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.22932	1	0.4%
0.232245	1	0.4%
0.233655	1	0.4%
0.234784	1	0.4%
0.236701	1	0.4%
0.238588	1	0.4%
0.239	1	0.4%
0.241477	1	0.4%
0.2415	1	0.4%
0.24153	1	0.4%

Value	Count	Frequency (%)
0.8831	1	0.4%
0.881	1	0.4%
0.8787	1	0.4%
0.8696	1	0.4%
0.8625	1	0.4%
0.8543	1	0.4%
0.8523	1	0.4%
0.8439	1	0.4%
0.8423	1	0.4%
0.8348	1	0.4%

ACF and PACF

EUR
Numeric time series

HIGH CORRELATION NON STATIONARY

Distinct	276
Distinct (%)	99.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.5896871
Minimum	1.8437
Maximum	6.7241
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 KiB

Quantile statistics

Minimum	1.8437
5-th percentile	2.227715
Q1	2.624305
median	3.2679
Q3	4.26395
95-th percentile	6.17556
Maximum	6.7241
Range	4.8804
Interquartile range (IQR)	1.639645

Descriptive statistics

Standard deviation	1.2322011
Coefficient of variation (CV)	0.34326141
Kurtosis	-0.097239254
Mean	3.5896871
Median Absolute Deviation (MAD)	0.697995
Skewness	0.9184363
Sum	997.933
Variance	1.5183194
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	0.6977548749

Histogram with fixed size bins (bins=50)

Gap statistics

number of gaps	0
min	nan
max	nan
mean	nan
std	0

Value	Count	Frequency (%)
5.3453	2	0.7%
5.5244	2	0.7%
1.8437	1	0.4%
4.3234	1	0.4%
3.6116	1	0.4%
3.6183	1	0.4%
3.5414	1	0.4%
4.0039	1	0.4%
3.9484	1	0.4%
4.0539	1	0.4%
Other values (266)	266	95.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.8437	1	0.4%
1.89153	1	0.4%
1.90165	1	0.4%
1.94164	1	0.4%
1.9636	1	0.4%
2.00134	1	0.4%
2.02603	1	0.4%
2.04419	1	0.4%
2.06363	1	0.4%
2.08247	1	0.4%

Value	Count	Frequency (%)
6.7241	1	0.4%
6.7142	1	0.4%
6.6915	1	0.4%
6.6532	1	0.4%
6.6132	1	0.4%
6.5393	1	0.4%
6.5194	1	0.4%
6.5016	1	0.4%
6.4	1	0.4%
6.3799	1	0.4%

ACF and PACF

USD
Numeric time series

HIGH CORRELATION NON STATIONARY

Distinct	277
Distinct (%)	99.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.0581809
Minimum	1.5563
Maximum	5.7718
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 KiB

Quantile statistics

Minimum	1.5563
5-th percentile	1.686615
Q1	2.109375
median	2.7189
Q3	3.846
95-th percentile	5.40405
Maximum	5.7718
Range	4.2155
Interquartile range (IQR)	1.736625

Descriptive statistics

Standard deviation	1.2044544
Coefficient of variation (CV)	0.39384667
Kurtosis	-0.64090856
Mean	3.0581809
Median Absolute Deviation (MAD)	0.74685
Skewness	0.7521394
Sum	850.1743
Variance	1.4507104
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	0.8219755617

Histogram with fixed size bins (bins=50)

Gap statistics

number of gaps	0
min	nan
max	nan
mean	nan
std	0

Value	Count	Frequency (%)
1.744	2	0.7%
1.9711	1	0.4%
3.5951	1	0.4%
3.1811	1	0.4%
3.2462	1	0.4%
3.2403	1	0.4%
3.239	1	0.4%
3.2098	1	0.4%
3.4508	1	0.4%
3.2591	1	0.4%
Other values (267)	267	96.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.5563	1	0.4%
1.5611	1	0.4%
1.5666	1	0.4%
1.5733	1	0.4%
1.5799	1	0.4%
1.5872	1	0.4%
1.5919	1	0.4%
1.6287	1	0.4%
1.6294	1	0.4%
1.6344	1	0.4%

Value	Count	Frequency (%)
5.7718	1	0.4%
5.6973	1	0.4%
5.643	1	0.4%
5.6407	1	0.4%
5.6199	1	0.4%
5.5805	1	0.4%
5.5302	1	0.4%
5.476	1	0.4%
5.4759	1	0.4%
5.4713	1	0.4%

ACF and PACF

eco_total_revenue
Numeric time series

HIGH CORRELATION MISSING NON STATIONARY

Distinct	275
Distinct (%)	100.0%
Missing	3
Missing (%)	1.1%
Infinite	0
Infinite (%)	0.0%

Mean	87511.96
Minimum	18150.773
Maximum	251744.5
Zeros	0
Zeros (%)	0.0%
Memory size	2.3 KiB

Quantile statistics

Minimum	18150.773
5-th percentile	23854.619
Q1	46044.881
median	83956.971
Q3	115539.45
95-th percentile	178937.39
Maximum	251744.5
Range	233593.73
Interquartile range (IQR)	69494.574

Descriptive statistics

Standard deviation	49144.252
Coefficient of variation (CV)	0.56157183
Kurtosis	-0.010985355
Mean	87511.96
Median Absolute Deviation (MAD)	35463.385
Skewness	0.70636972
Sum	24065789
Variance	2.4151575 × 10⁹
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	0.9958826552

Histogram with fixed size bins (bins=50)

Gap statistics

number of gaps	0
min	nan
max	nan
mean	nan
std	0

Value	Count	Frequency (%)
95778.54245	1	0.4%
94769.98509	1	0.4%
91808.10351	1	0.4%
107415.6916	1	0.4%
98128.87617	1	0.4%
95218.70539	1	0.4%
110895.2211	1	0.4%
87850.75267	1	0.4%
97090.6966	1	0.4%
129384.8506	1	0.4%
Other values (265)	265	95.3%
(Missing)	3	1.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
18150.77305	1	0.4%
20083.74215	1	0.4%
20706.01917	1	0.4%
21186.0382	1	0.4%
21530.52764	1	0.4%
21883.04615	1	0.4%
21889.77466	1	0.4%
22229.49628	1	0.4%
22237.14981	1	0.4%
22633.83209	1	0.4%

Value	Count	Frequency (%)
251744.5028	1	0.4%
235321.2927	1	0.4%
215601.823	1	0.4%
210191.0074	1	0.4%
205475.2399	1	0.4%
203888.5405	1	0.4%
202588.2072	1	0.4%
201828.7797	1	0.4%
195085.06	1	0.4%
193902.2095	1	0.4%

ACF and PACF

Auto

Heatmap
Table

	CNY	Coffee	EUR	Iron Ore	Meat index	Soybeans	Sugar	USD	bud_group_personal_spent_value	bud_type_mandatory_spent_value	eco_GDP_R$_12_months	eco_net_debt_R$	eco_net_debt_R$_federal_govt	eco_total_revenue	exp_DIC_y	exp_trade_balance_y
CNY	1.000	0.249	0.932	0.229	0.529	0.224	0.115	0.955	0.756	0.756	0.757	0.749	0.732	0.713	0.580	0.531
Coffee	0.249	1.000	0.167	0.824	0.792	0.824	0.871	0.055	0.695	0.695	0.695	0.698	0.711	0.695	0.555	0.262
EUR	0.932	0.167	1.000	0.150	0.434	0.165	0.027	0.931	0.704	0.704	0.704	0.699	0.686	0.656	0.460	0.673
Iron Ore	0.229	0.824	0.150	1.000	0.756	0.812	0.821	0.012	0.687	0.687	0.686	0.686	0.690	0.690	0.564	0.236
Meat index	0.529	0.792	0.434	0.756	1.000	0.745	0.669	0.337	0.828	0.828	0.828	0.829	0.834	0.826	0.737	0.368
Soybeans	0.224	0.824	0.165	0.812	0.745	1.000	0.771	-0.001	0.632	0.632	0.632	0.632	0.632	0.651	0.522	0.221
Sugar	0.115	0.871	0.027	0.821	0.669	0.771	1.000	-0.080	0.600	0.600	0.600	0.599	0.607	0.616	0.511	0.235
USD	0.955	0.055	0.931	0.012	0.337	-0.001	-0.080	1.000	0.613	0.613	0.613	0.606	0.592	0.559	0.422	0.572
bud_group_personal_spent_value	0.756	0.695	0.704	0.687	0.828	0.632	0.600	0.613	1.000	1.000	1.000	0.999	0.995	0.971	0.853	0.639
bud_type_mandatory_spent_value	0.756	0.695	0.704	0.687	0.828	0.632	0.600	0.613	1.000	1.000	1.000	0.999	0.995	0.971	0.853	0.639
eco_GDP_R$_12_months	0.757	0.695	0.704	0.686	0.828	0.632	0.600	0.613	1.000	1.000	1.000	0.999	0.995	0.971	0.854	0.639
eco_net_debt_R$	0.749	0.698	0.699	0.686	0.829	0.632	0.599	0.606	0.999	0.999	0.999	1.000	0.997	0.970	0.856	0.636
eco_net_debt_R$_federal_govt	0.732	0.711	0.686	0.690	0.834	0.632	0.607	0.592	0.995	0.995	0.995	0.997	1.000	0.968	0.852	0.644
eco_total_revenue	0.713	0.695	0.656	0.690	0.826	0.651	0.616	0.559	0.971	0.971	0.971	0.970	0.968	1.000	0.846	0.596
exp_DIC_y	0.580	0.555	0.460	0.564	0.737	0.522	0.511	0.422	0.853	0.853	0.854	0.856	0.852	0.846	1.000	0.384
exp_trade_balance_y	0.531	0.262	0.673	0.236	0.368	0.221	0.235	0.572	0.639	0.639	0.639	0.636	0.644	0.596	0.384	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	date	eco_net_debt_R$	eco_net_debt_R$_federal_govt	eco_GDP_R$_12_months	Coffee	Iron Ore	Meat index	Soybeans	Sugar	bud_group_personal_spent_value	bud_type_mandatory_spent_value	exp_DIC_y	exp_trade_balance_y	CNY	EUR	USD	eco_total_revenue
0	2001-01	541333.74	337611.99	1209046.1	40.071176	22.180411	65.938729	48.364891	57.667171	6.267857e+10	1.363717e+11	24.00	0.50	0.238588	1.84370	1.9711	22633.832094
1	2001-02	550253.48	346552.50	1218911.0	41.061710	22.180411	67.675046	46.167638	54.237585	6.267857e+10	1.363717e+11	24.00	-0.27	0.247551	1.89153	2.0452	18150.773048
2	2001-03	561959.20	355037.50	1234635.0	40.689646	22.180411	74.216554	45.319131	51.038821	6.267857e+10	1.363717e+11	23.45	-1.00	0.261659	1.90165	2.1616	20083.742154
3	2001-04	565464.63	360694.52	1250830.7	40.281754	22.180411	74.332002	43.729764	47.728943	6.267857e+10	1.363717e+11	22.70	-1.25	0.264464	1.94164	2.1847	21889.774658
4	2001-05	581727.09	374879.99	1263306.0	42.499579	22.180411	77.675190	45.179824	52.168986	6.267857e+10	1.363717e+11	21.00	-1.50	0.285699	2.00134	2.3600	21186.038204
5	2001-06	586060.21	378378.89	1265570.0	38.968626	22.180411	79.212017	46.933827	50.982074	6.267857e+10	1.363717e+11	20.00	-1.32	0.279039	1.96360	2.3049	21530.527644
6	2001-07	606367.82	395250.93	1272918.6	35.974957	22.180411	79.883955	51.461308	49.945205	6.267857e+10	1.363717e+11	18.00	-1.00	0.294330	2.13283	2.4313	22237.149806
7	2001-08	622953.86	408431.08	1280805.4	36.212958	22.180411	80.998696	50.384844	46.913406	6.267857e+10	1.363717e+11	18.80	-0.80	0.308909	2.33061	2.5517	22229.496283
8	2001-09	635685.65	418457.60	1289198.6	35.563358	22.180411	79.295765	47.516384	43.253954	6.267857e+10	1.363717e+11	18.00	0.00	0.323392	2.43584	2.6713	20706.019172
9	2001-10	646099.14	418907.03	1298386.5	34.404194	22.180411	74.708323	44.286992	40.374966	6.267857e+10	1.363717e+11	18.60	1.20	0.327726	2.44167	2.7071	23620.440076

	date	eco_net_debt_R$	eco_net_debt_R$_federal_govt	eco_GDP_R$_12_months	Coffee	Iron Ore	Meat index	Soybeans	Sugar	bud_group_personal_spent_value	bud_type_mandatory_spent_value	exp_DIC_y	exp_trade_balance_y	CNY	EUR	USD	eco_total_revenue
268	2023-05	5922818.04	5006344.84	10476176.7	134.351395	178.470757	135.034451	140.153167	143.015535	3.503768e+11	2.214626e+12	80.00	59.8000	0.7167	5.4287	5.0959	176812.099466
269	2023-06	5992871.68	5169640.12	10526477.7	126.577771	193.102605	135.688510	145.102054	137.759977	3.529402e+11	2.238686e+12	79.50	63.7599	0.6646	5.2626	4.8192	180475.242972
270	2023-07	6067062.70	5256528.02	10568766.9	118.099551	194.614222	135.839551	153.047631	133.068199	3.555037e+11	2.262745e+12	80.00	66.5000	0.6638	5.2251	4.7415	201828.779738
271	2023-08	6163293.13	5315415.06	10618789.0	113.737167	187.156730	131.569790	140.650878	134.663975	3.580672e+11	2.286805e+12	80.00	73.0000	0.6781	5.3353	4.9219	172784.955827
272	2023-09	6211220.80	5375619.97	10666257.2	112.053873	205.631656	128.305785	134.309984	147.168208	3.606306e+11	2.310864e+12	80.00	72.1000	0.6859	5.3000	5.0076	174315.643631
273	2023-10	6253007.52	5402090.79	10728151.8	112.275013	202.765497	127.173451	130.113647	149.459333	3.631941e+11	2.334924e+12	71.75	75.1500	0.6912	5.3453	5.0575	215601.822968
274	2023-11	6333747.91	5473823.08	10801619.3	120.503662	224.109233	123.753638	136.294350	151.659024	3.657575e+11	2.358983e+12	62.80	78.4000	0.6916	5.3856	4.9355	179392.377009
275	2023-12	NaN	NaN	10867756.9	128.363340	234.862411	121.392080	132.748212	124.312573	3.683210e+11	2.383042e+12	59.00	81.3000	0.6815	5.3516	4.8413	NaN
276	2024-01	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	68.42	78.4500	0.6911	5.3805	4.9535	NaN
277	2024-02	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.6879	5.3453	4.9471	NaN

Overview

Variables

Interactions

Correlations

Missing values

Sample